Selin Coban (Aydin), M. Sc. RWTH

About me

Interests

Software Engineering for Machine Learning (SE4ML)

  • Development processes
  • Prototyping ML POCs
  • Jupyter Notebooks

Activities

Industry cooperations

  • 2020-2023: KISTERS AG

Talks

  • Tool-supported Development of ML Prototypes. APSEC 2024, Chongqing, China, 3.-6. December 2024
  • An Automated Evaluation Approach for Jupyter Notebook Code Cell Recommender Systems. QuASoQ 2024, Chongqing, China, 3. December 2024
  • Developing Machine Learning Systems: Situational Factors Shaping the Development Process. ISE 2023, Seoul, Korea, 4. December 2023
  • Experimenting with Jupyter Notebooks - Do’s and Don’ts. Women in AI Christmas Talks, Aachen, 28. November 2023
  • Prototyping ML Solutions: A Software Engineering View. OODACH 2023, Hamburg, Germany, 12-13.Oktober 2023
  • Automated Construction of Continuous Delivery Pipelines from Architecture Models. APSEC 2021, Taiwan (virtual), 6.-9- December
Picture of Selin Coban
Selin Coban
Research Assistant

Research projects

SE4ML - Processes, People and Tools

In this reseach project, we aim to contribute to the development of new ML-specific system development approaches. To this end, we analyze and aim to improve the development processes and associated tooling environments. This of course involves a close coordination with the people involved in the process and applying the tools.

Publications

Latest publications:

  • Selin Aydin, Horst Lichter (2024)
    Tool-supported Development of ML Prototypes. In 31st Asia-Pacific Software Engineering Conference (APSEC 2024), Chongqing, China, Dec 3-6, IEEE Computer Society, 477-481.
    DOI PDF
  • Selin Aydin, Dennis Mertens, Ouyu Xu (2024)
    An Automated Evaluation Approach for Jupyter Notebook Code Cell Recommender Systems. In 12th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2024): co-located with APSEC 2024, Chongqing, China, Dec 3, CEUR-WS.org, CEUR Workshop Proceedings, Vol. 3864, 4-11. PDF
  • Miguel Perez, Selin Aydin, Horst Lichter (2024)
    A Flexible Cell Classification for ML Projects in Jupyter Notebooks. In Computing Research Repository (CoRR), Vol. 2403.
    DOI PDF
All Publications of SWC
More publications (12)

Supervisor for thesis projects

Open thesis topics (0)

Currently, I do not offer any thesis projects. I will update this page as soon as I offer new thesis projects.

Current thesis topics (2)

Completed thesis projects (25)

Latest completed projects:

More thesis projects supervised by me

Latest courses

Winter semester 2025/2026

Summer semester 2025

More courses supervised by me